summary.fs: Results summary for forward selection

In nestfs: Cross-Validated (Nested) Forward Selection

Results summary for forward selection

Description

Report summary statistics from a single run of forward selection.

Usage

## S3 method for class 'fs'
summary(object, ...)

## S3 method for class 'fs'
print(x, ...)

Arguments

object, x	An object of class fs.
...	Further arguments passed to or from other methods. These are currently ignored.

Value

A data frame with the following columns:

vars	Variables in the initial model followed by variables selected.
fdr	False discovery rate, corresponding to the paired test p-values computed when the variable was selected.
llks	Validation log-likelihoods.
diffs	Differences in validation log-likelihoods.
iter	Iteration when the variable was selected.

Note

A function of name "getfullname" to match variable names to full names is searched on the current workspace, and if found full names are included in the summary data frame.

nestfs documentation built on Dec. 28, 2022, 1:27 a.m.